STAT 544 Categorical Data Analysis I (spring 2021)

Get the syllabus here.

Notes

Code, Data, and Papers

paper on the importance of stupidity in research

• paper

simulating from elliptical distributions

• R script

child mortality versus per capita GDP

• zip archive

horseshoe crabs

• zip archive

foundations of GLMs

• R script

maximum likelihood estimation

• R script

Kolmogorov–Smirnov test

• R script

binomial GLMs

• R script

endometrial cancer

• zip archive

Krippendorff's Alpha

• R script

models for count data

• zip archive

quasi-likelihood methods

• R script

modern nonparametric methods

• zip archive

Homework

Assignment 1

• problem set
• anorexia data file

Assignment 2

• problem set
• nerve data file

Assignment 3

• problem set
• sore throat data file

Assignment 4

• problem set

Project

Get the project requirements here.